Research And_data MCP Servers

google-search-mcp-server

3.3

by gradusnikov

A Model Context Protocol (MCP) server that provides Google Custom Search functionality.

PubChem-MCP-Server

3.3

by JackKuo666

The PubChem MCP Server provides a bridge between AI assistants and PubChem's chemical database through the Model Context Protocol (MCP).

google-cloud-healthcare-api-mcp

3.3

by Kartha-AI

A Model Context Protocol (MCP) server for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

scanpy-mcp

3.3

by huang-sh

Scanpy MCP server is designed for scRNA-Seq analysis using natural language.

gsc-mcp-server

3.3

by seotesting-com

The Google Search Console MCP Server allows integration with Google Search Console data to analyze SEO performance, generate visual reports, and identify optimization opportunities.

uniswap-poolspy-mcp

3.3

by kukapay

An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks, providing real-time data for DeFi analysts, traders, and developers.

mcp_read_images

3.3

by catalystneuro

An MCP server for analyzing images using OpenRouter vision models.

sitemap-mcp-server

3.3

by mugoosse

Sitemap MCP Server is a tool for discovering website architecture and analyzing site structure by fetching, parsing, and visualizing sitemaps from any URL.

mcp-wegene-assistant

3.3

by xraywu

MCP server for WeGene Assistant, using LLM to analyze a user's WeGene genetic testing report.

jupyter-earth-mcp-server

3.3

by datalayer

Jupyter Earth MCP Server is a Model Context Protocol server implementation for geospatial analysis in Jupyter notebooks.

mcp-server-foundry

3.3

by qwert666

A Model Context Protocol server for interacting with Foundry, enabling AI assistants to interact with datasets, ontology objects, and functions.

mcp-florence2

3.3

by jkawamoto

Florence-2 MCP Server is designed for processing images using the Florence-2 model, enabling OCR and caption generation.

knmi-mcp

3.3

by wolkwork

KNMI Weather MCP is a FastMCP server providing real-time weather data from KNMI weather stations in the Netherlands.

crunchbase-mcp-server

3.3

by Cyreslab-AI

A Model Context Protocol (MCP) server that provides access to Crunchbase data for AI assistants.

jellyfish-mcp

3.3

by Jellyfish-AI

A Model Context Protocol server for retrieving and analyzing data from Jellyfish's API.

mcp-server-google-analytics

3.3

by eno-graph

The Google Analytics Data API MCP Server provides an interface to access the Google Analytics Data API using the Model Context Protocol (MCP) server.

penumbra-mcp

3.3

by bmorphism

An MCP server providing tools for interacting with the Penumbra blockchain, enabling privacy-preserving interactions with Penumbra's core features.

mantis-mcp-server

3.3

by kfnzero

Mantis MCP Server is a service based on the Model Context Protocol (MCP) for integration with the Mantis Bug Tracker system, providing tools for querying and analyzing data within the Mantis system.

mcp-bibliotheque_nationale_de_France

3.3

by Kryzo

Un serveur MCP pour accéder à l'API Gallica de la BnF et générer des rapports de recherche séquentiels.

mcp-cbs-cijfers-open-data

3.3

by dstotijn

This project provides a Model Context Protocol (MCP) server for the CBS Open Data API, enabling AI tools to interact with CBS Open Data through MCP tools.

edgar-sec-mcp

3.3

by flothjl

edgar-sec-mcp is an MCP server designed to facilitate AI agents in accessing and interacting with EDGAR Data from the SEC.

rootdata-mcp-server

3.3

by jincai

RootData MCP Server is a server based on the Model Context Protocol (MCP) for integrating RootData API, providing data query functions for cryptocurrency and blockchain projects.

gwas-catalog-mcp

3.3

by koido

The GWAS Catalog MCP Server provides a programmatic interface to access GWAS study, variant, trait, and association data through the GWAS Catalog REST API.

mcp-jina-ai

3.3

by kealuya

MCP-Jina-AI is a tool that integrates Jina.ai's reader service to convert web content into LLM-friendly formats.

f1-mcp-server

3.3

by rakeshgangwar

The Formula One MCP Server provides access to comprehensive Formula One data and statistics using the FastF1 Python library, enabling users to retrieve race calendars, event details, session results, driver data, and more through a structured MCP interface.

windtools-mcp

3.3

by ZahidGalea

WindTools MCP Server provides document embedding and retrieval capabilities using ChromaDB and sentence transformers.

fofa-mcp-server

3.3

by intbjw

FOFA MCP Server is a server based on the Model Control Protocol (MCP) that provides an easy-to-use interface for querying FOFA data.

docs-fetch-mcp

3.3

by wolfyy970

A Model Context Protocol (MCP) server for fetching web content with recursive exploration capabilities.

mcp-fredapi

3.3

by Jaldekoa

MCP-FREDAPI integrates the Federal Reserve Economic Data (FRED) API with the Model Context Protocol, enabling AI assistants to access economic time series data.

Brave-Gemini-Research-MCP-Server

3.3

by falahgs

Brave-Gemini Research MCP Server is a modern implementation that provides AI assistants with web search capabilities via the Brave Search API and advanced research paper analysis using Google's Gemini model.

mcp-vegalite-server

3.3

by markomitranic

A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.

qualitativeresearch

3.3

by tejpalvirk

An MCP server implementation that provides tools for managing qualitative research knowledge graphs, enabling structured representation of research projects, participants, interviews, observations, codes, themes, and findings.

patsnap-mcp

3.3

by KunihiroS

The PatSnap MCP Server is designed to collect patent-related information from PatSnap's API for trend analysis and reporting.

weibo-mcp-server

3.3

by Yooki-K

This is a Weibo hot search data acquisition server based on the Model Context Protocol (MCP) framework, providing functions to fetch Weibo hot search list, hot search details, and comments.

reexpress_mcp_server

3.3

by ReexpressAI

Reexpress MCP Server is a solution for adding statistical verification to LLM pipelines, specifically designed for software development and data science settings.

brasil-api-mcp

3.3

by guilhermelirio

Brasil API MCP is a server that connects AI assistants to Brazilian public data services via the Model Context Protocol.

usaspending-mcp

3.3

by flothjl

usaspending-mcp is an MCP server designed to facilitate AI agents in accessing and interacting with the USAspending.gov API.

analytical-mcp

3.3

by quanticsoul4772

The Analytical MCP Server is a specialized Model Context Protocol server offering advanced analytical, research, and natural language processing capabilities.

kaggle-MCP

3.3

by Dishant27

A Model Context Protocol (MCP) server for interacting with Kaggle competitions through Claude or other compatible AI assistants.

mcp-congress_gov_server

3.3

by bsmi021

The Congress.gov API MCP Server provides access to U.S. legislative data using a Model Context Protocol (MCP) server.

umami_mcp_server

3.3

by jakeyShakey

Umami Analytics MCP Server connects Claude to Umami analytics, enabling data-driven insights from website analytics.

bocha-ai-mcp-server

3.3

by yoko19191

Bocha AI Web Search MCP Server provides a powerful search tool for retrieving web content and related images, supporting both Markdown and JSON output.

WM_MCP

3.3

by hungson175

A Model Context Protocol (MCP) server that provides access to Federal Reserve Economic Data (FRED) through Claude and other LLM clients.

mcp-censys

3.3

by nickpending

mcp-censys is a MCP server that taps into the Censys Search API for real-time domain, IP, and FQDN reconnaissance, now with enhanced MCP Prompt Templates.

exa-mcp-server

3.3

by theishangoswami

The Exa MCP Server allows AI assistants to use the Exa AI Search API for real-time web searches.

korea_weather

3.3

by ohhan777

Korea Weather MCP Server is based on the Korea Meteorological Administration's short-term forecast API, providing weather information to MCP clients like Claude or Cursor.

uniprot-mcp-server

3.3

by TakumiY235

A Model Context Protocol (MCP) server that provides access to UniProt protein information, allowing AI assistants to fetch protein function and sequence information directly from UniProt.

tavily-server

3.3

by it-beard

Tavily MCP Server is a Model Context Protocol server that offers AI-powered search capabilities using the Tavily API, enabling AI assistants to perform comprehensive web searches and retrieve relevant, up-to-date information.

ctvidic_whoop-mcp-server

3.3

by MCP-Mirror

A Model Context Protocol (MCP) server that provides access to the Whoop API, allowing language models to query cycles, recovery, strain, and workout data.

searxng-simple-mcp

3.3

by Sacode

A Model Context Protocol (MCP) server that provides web search capabilities using SearxNG, allowing AI assistants like Claude to search the web.

Gemini-Data-Analysis-Research-MCP-Server

3.3

by falahgs

Gemini Data Analysis & Research MCP Server is a powerful tool leveraging Google's Gemini Flash 2 AI model for data analysis, research paper generation, and automated email delivery.

open-digger-mcp-server

3.3

by X-lab2017

OpenDigger MCP Server provides LLMs access to OpenDigger data using MCP tools.

medRxiv-MCP-Server

3.3

by JackKuo666

The medRxiv MCP Server provides a bridge between AI assistants and medRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models to search for health sciences preprints and access their content in a programmatic way.

Near-Intents-MCP-Agentkit

3.3

by MatthewLaw1

An MCP server that provides AI agent and task management capabilities using the CrewAI framework.

mcp-wolfram-alpha

3.3

by cnosuke

MCP Wolfram Alpha Server is a Go-based MCP server that provides access to the Wolfram Alpha API for computational queries.

mcp-server-for-pc

3.3

by shijianzhong

PC-MCP is a Model Context Protocol (MCP) server designed to access weather data and perform system functions on a PC.

arbitrum_mcp_server

3.3

by gFable

Arbitrum MCP Server provides real-time blockchain data analysis using Arbiscan API and Claude AI.

perplexity-mcp

3.3

by nachoal

Perplexity Web Search MCP Server provides web search functionality using the Perplexity API, enabling AI assistants to access up-to-date information.

perplexity-mcp

3.3

by RossH121

The Perplexity MCP Server provides web search capabilities using Perplexity's API with automatic model selection based on query intent.

weather-mcp-server

3.3

by szypetike

A Model Context Protocol (MCP) server that provides weather information for cities around the world.